Renormalization and Scaling in Quantum Walks

Abstract

We show how to extract the scaling behavior of quantum walks using the renormalization group (RG). We introduce the method by efficiently reproducing well-known results on the one-dimensional lattice. As a nontrivial model, we apply this method to the dual Sierpinski gasket and obtain its exact, closed system of RG-recursions. Numerical iteration suggests that under rescaling the system length, $L^{\prime}=2L$, characteristic times rescale as $t^{\prime}=2^{d_{w}}t$ with the exact walk exponent $d_{w}=\log_{2}\sqrt{5}=1.1609\ldots$. Despite the lack of translational invariance, this is very close to the ballistic spreading, $d_{w}=1$, found for regular lattices. However, we argue that an extended interpretation of the traditional RG formalism will be needed to obtain scaling exponents analytically. Direct simulations confirm our RG-prediction for $d_w$ and furthermore reveal an immensely rich phenomenology for the spreading of the quantum walk on the gasket. Invariably, quantum interference localizes the walk completely with a site-access probability that declines with a powerlaw from the initial site, in contrast with a classical random walk, which would pass all sites with certainty.